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Paper Abstract and Keywords
Presentation 2016-03-28 13:15
[Poster Presentation] Voice Recognition using Signal Clustering Neural Network with Wavelet Transform Feature Extraction
Bandhit Suksiri, Masahiro Fukumoto (KUT) EA2015-94 SIP2015-143 SP2015-122
Abstract (in Japanese) (See Japanese page) 
(in English) This paper presents a new voice recognition method named as Signal Clustering Neural Network by simple ANN model with a single channel microphone and Wavelet Transform feature extractions, which is achieved to increase the high recognition rates up to 95% instead of Short-time Fourier Transform feature extractions at noises up to 70 dB as in the normal conversation background noises. The performance evaluation has been demonstrated in terms of correct recognition rate, maximum noise power of interfering sounds, Receiver Operating Characteristic and Detection Error Tradeoff curves. The proposed method offers a potential alternative to intelligence voice recognition system in computational linguistics and speech controlled robot application.
Keyword (in Japanese) (See Japanese page) 
(in English) Signal Clustering Neural Network / Wavelet Transform / voice recognition / feature extractions / / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 522, SIP2015-143, pp. 165-170, March 2016.
Paper # SIP2015-143 
Date of Issue 2016-03-21 (EA, SIP, SP) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
and
reproduction		 All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF EA2015-94 SIP2015-143 SP2015-122

Conference Information
Committee EA SP SIP  
Conference Date 2016-03-28 - 2016-03-29 
Place (in Japanese) (See Japanese page) 
Place (in English) Beppu International Convention Center B-ConPlaza 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Engineering/Electro Acoustics, Speech, Signal Processing, and Related Topics 
Paper Information
Registration To SIP 
Conference Code 2016-03-EA-SP-SIP 
Language English 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Voice Recognition using Signal Clustering Neural Network with Wavelet Transform Feature Extraction 
Sub Title (in English)  
Keyword(1) Signal Clustering Neural Network  
Keyword(2) Wavelet Transform  
Keyword(3) voice recognition  
Keyword(4) feature extractions  
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1st Author's Name Bandhit Suksiri  
1st Author's Affiliation Kochi University of Technology (KUT)
2nd Author's Name Masahiro Fukumoto  
2nd Author's Affiliation Kochi University of Technology (KUT)
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Speaker Author-1 
Date Time 2016-03-28 13:15:00 
Presentation Time 90 minutes 
Registration for SIP 
Paper # EA2015-94, SIP2015-143, SP2015-122 
Volume (vol) vol.115 
Number (no) no.521(EA), no.522(SIP), no.523(SP) 
Page pp.165-170 
#Pages 6 
Date of Issue 2016-03-21 (EA, SIP, SP) 

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